Layer A · Infrastructure & Inference Optimisation

Xosphere
FinOps platform built around spot instance optimisation (SpotIQ), Kubernetes node selection (ClusterIQ) and AI token optimisation (TokenIQ).
Last checked . Visit Xosphere
At a glance
- Control layer
- A: Build and run
- Five-Layer model
- Usage Transparency
- Status
- Active
- Typical buyers
- Engineering and platform, FinOps
- Delivery
- Not yet assessed

Buyer fit
Fits teams with large EC2 or Kubernetes estates that want automated spot use, plus an early option for token optimisation.
Market outlook
Small vendor extending from compute into AI tokens. TokenIQ is new, so check references.
What to check
- SpotIQ, ClusterIQ and TokenIQ modules.
- Vendor-published savings figures are not independently verified.
- Token optimisation is the newest and least proven module.
Sources
The map describes vendors from public sources; it does not rate, rank or recommend them, and no listing is paid for. Confirm pricing and capabilities with the vendor. See how the map is built.
By Ed Epstein, who works at IBM. The postings on this site are my own and don't necessarily represent IBM's positions, strategies or opinions. About and disclosure · Methodology